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[ML] fix model snapshot sorting when sorting by min_version (elastic#…
…80596) When handling the missing field in sort builder, Version shouldn't be added directly, instead a string representation of the version concerned. closes: elastic#80561
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...s/src/javaRestTest/java/org/elasticsearch/xpack/ml/integration/ModelSnapshotSearchIT.java
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/* | ||
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one | ||
* or more contributor license agreements. Licensed under the Elastic License | ||
* 2.0; you may not use this file except in compliance with the Elastic License | ||
* 2.0. | ||
*/ | ||
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package org.elasticsearch.xpack.ml.integration; | ||
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import org.elasticsearch.action.DocWriteResponse; | ||
import org.elasticsearch.action.bulk.BulkAction; | ||
import org.elasticsearch.action.bulk.BulkRequest; | ||
import org.elasticsearch.action.bulk.BulkResponse; | ||
import org.elasticsearch.action.index.IndexAction; | ||
import org.elasticsearch.action.index.IndexRequest; | ||
import org.elasticsearch.action.index.IndexResponse; | ||
import org.elasticsearch.action.support.PlainActionFuture; | ||
import org.elasticsearch.action.support.WriteRequest; | ||
import org.elasticsearch.action.support.master.MasterNodeRequest; | ||
import org.elasticsearch.cluster.ClusterState; | ||
import org.elasticsearch.indices.TestIndexNameExpressionResolver; | ||
import org.elasticsearch.xcontent.ToXContent; | ||
import org.elasticsearch.xcontent.XContentBuilder; | ||
import org.elasticsearch.xcontent.json.JsonXContent; | ||
import org.elasticsearch.xpack.core.ml.action.GetModelSnapshotsAction; | ||
import org.elasticsearch.xpack.core.ml.action.PutJobAction; | ||
import org.elasticsearch.xpack.core.ml.action.UpdateJobAction; | ||
import org.elasticsearch.xpack.core.ml.job.config.AnalysisConfig; | ||
import org.elasticsearch.xpack.core.ml.job.config.DataDescription; | ||
import org.elasticsearch.xpack.core.ml.job.config.Detector; | ||
import org.elasticsearch.xpack.core.ml.job.config.Job; | ||
import org.elasticsearch.xpack.core.ml.job.config.JobUpdate; | ||
import org.elasticsearch.xpack.core.ml.job.persistence.AnomalyDetectorsIndex; | ||
import org.elasticsearch.xpack.core.ml.job.process.autodetect.state.ModelSnapshot; | ||
import org.elasticsearch.xpack.core.ml.job.process.autodetect.state.ModelState; | ||
import org.junit.After; | ||
import org.junit.Before; | ||
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import java.io.IOException; | ||
import java.util.Collections; | ||
import java.util.Date; | ||
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import static org.elasticsearch.xpack.core.ml.job.persistence.AnomalyDetectorsIndex.createStateIndexAndAliasIfNecessary; | ||
import static org.hamcrest.Matchers.greaterThan; | ||
import static org.hamcrest.Matchers.is; | ||
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public class ModelSnapshotSearchIT extends MlNativeAutodetectIntegTestCase { | ||
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/** | ||
* In production the only way to create a model snapshot is to open a job, and | ||
* opening a job ensures that the state index exists. This suite does not open jobs | ||
* but instead inserts snapshot and state documents directly to the results and | ||
* state indices. This means it needs to create the state index explicitly. This | ||
* method should not be copied to test suites that run jobs in the way they are | ||
* run in production. | ||
*/ | ||
@Before | ||
public void addMlState() { | ||
PlainActionFuture<Boolean> future = new PlainActionFuture<>(); | ||
createStateIndexAndAliasIfNecessary( | ||
client(), | ||
ClusterState.EMPTY_STATE, | ||
TestIndexNameExpressionResolver.newInstance(), | ||
MasterNodeRequest.DEFAULT_MASTER_NODE_TIMEOUT, | ||
future | ||
); | ||
future.actionGet(); | ||
} | ||
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@After | ||
public void cleanUpTest() { | ||
cleanUp(); | ||
} | ||
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public void testGetModelSnapshotsSortedByMinVersion() throws Exception { | ||
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String jobId = "job-with-snapshot"; | ||
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createJob(jobId); | ||
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long now = System.currentTimeMillis(); | ||
int numSnapshotsTotal = 5; | ||
for (int i = numSnapshotsTotal; i > 0; --i) { | ||
String snapshotId = String.valueOf(i); | ||
createModelSnapshot(jobId, snapshotId, new Date(now), 2, i == numSnapshotsTotal); | ||
} | ||
refresh(".ml*"); | ||
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GetModelSnapshotsAction.Request request = new GetModelSnapshotsAction.Request(jobId, null); | ||
request.setSort("min_version"); | ||
// Should not throw | ||
client().execute(GetModelSnapshotsAction.INSTANCE, request).actionGet(); | ||
} | ||
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private void createJob(String jobId) { | ||
Detector detector = new Detector.Builder("count", null).build(); | ||
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Job.Builder builder = new Job.Builder().setId(jobId) | ||
.setAnalysisConfig(new AnalysisConfig.Builder(Collections.singletonList(detector))) | ||
.setDataDescription(new DataDescription.Builder()); | ||
PutJobAction.Request putJobRequest = new PutJobAction.Request(builder); | ||
client().execute(PutJobAction.INSTANCE, putJobRequest).actionGet(); | ||
} | ||
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private void createModelSnapshot(String jobId, String snapshotId, Date timestamp, int numDocs, boolean isActive) throws IOException { | ||
persistModelSnapshotDoc(jobId, snapshotId, timestamp, numDocs, isActive); | ||
persistModelStateDocs(jobId, snapshotId, numDocs); | ||
if (isActive) { | ||
JobUpdate jobUpdate = new JobUpdate.Builder(jobId).setModelSnapshotId(snapshotId).build(); | ||
UpdateJobAction.Request updateJobRequest = UpdateJobAction.Request.internal(jobId, jobUpdate); | ||
client().execute(UpdateJobAction.INSTANCE, updateJobRequest).actionGet(); | ||
} | ||
} | ||
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private void persistModelSnapshotDoc(String jobId, String snapshotId, Date timestamp, int numDocs, boolean immediateRefresh) | ||
throws IOException { | ||
ModelSnapshot.Builder modelSnapshotBuilder = new ModelSnapshot.Builder(); | ||
modelSnapshotBuilder.setJobId(jobId).setSnapshotId(snapshotId).setTimestamp(timestamp).setSnapshotDocCount(numDocs); | ||
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IndexRequest indexRequest = new IndexRequest(AnomalyDetectorsIndex.resultsWriteAlias(jobId)).id( | ||
ModelSnapshot.documentId(jobId, snapshotId) | ||
).setRequireAlias(true); | ||
if (immediateRefresh) { | ||
indexRequest.setRefreshPolicy(WriteRequest.RefreshPolicy.IMMEDIATE); | ||
} | ||
XContentBuilder xContentBuilder = JsonXContent.contentBuilder(); | ||
modelSnapshotBuilder.build().toXContent(xContentBuilder, ToXContent.EMPTY_PARAMS); | ||
indexRequest.source(xContentBuilder); | ||
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IndexResponse indexResponse = client().execute(IndexAction.INSTANCE, indexRequest).actionGet(); | ||
assertThat(indexResponse.getResult(), is(DocWriteResponse.Result.CREATED)); | ||
} | ||
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private void persistModelStateDocs(String jobId, String snapshotId, int numDocs) { | ||
assertThat(numDocs, greaterThan(0)); | ||
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BulkRequest bulkRequest = new BulkRequest(); | ||
for (int i = 1; i <= numDocs; ++i) { | ||
IndexRequest indexRequest = new IndexRequest(AnomalyDetectorsIndex.jobStateIndexWriteAlias()).id( | ||
ModelState.documentId(jobId, snapshotId, i) | ||
) | ||
// The exact contents of the model state doesn't matter - we are not going to try and restore it | ||
.source(Collections.singletonMap("compressed", Collections.singletonList("foo"))) | ||
.setRequireAlias(true); | ||
bulkRequest.add(indexRequest); | ||
} | ||
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BulkResponse bulkResponse = client().execute(BulkAction.INSTANCE, bulkRequest).actionGet(); | ||
assertFalse(bulkResponse.buildFailureMessage(), bulkResponse.hasFailures()); | ||
} | ||
} |
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